Abstract: The system described herein provides a method for deploying, managing, scaling, configuring, upgrading, and modifying large complicated systems that are made-up of many different network resources. These network resources may be virtual machines or containers. The system constructs a hierarchical SNS by building up layers from the inside of an outer SNS. The system conducts health checks at each layer to ensure the system is properly functioning and the deployment is healthy. Lastly, third party vendors input logic in each layer to identify a desired state for the system. Once the desired state is identified, each layer can determine the necessary actions to upgrade from the current state to the desired state. This system simplifies, adds efficiency, and increases security when deploying, scaling, configuring, upgrading, or modifying the system.

Abstract: An atherectomy device for removing deposits such as plaque from an interior of a vessel including an outer member, an inner member and a rotatable shaft positioned for rotational movement within the inner member. The outer and inner members are fixed axially. A rotatable tip is mounted to the distal region of the rotatable shaft for rotation about its longitudinal axis upon rotation of the shaft to remove deposits from the vessel.

Abstract: Aeroponics apparatus for commercial operation is disclosed, the aeroponics apparatus including a support structure comprising a power supply device, at least one shuttle movable on the support structure, the shuttle comprising a grow bed tray for holding crops, the shuttle comprising one or more nebulizers, for generating an aerosol for fertigating the crops in the grow bed tray, and a power connector to connect to the power supply device to supply power to the shuttle.

Abstract: Systems and method presented herein enable the estimation of porosity using neutron-induced gamma ray spectroscopy. For example, the systems and methods presented herein include receiving, via a control and data acquisition system, data relating to energy spectra of gamma rays captured by one or more gamma ray detectors of a neutron-induced gamma ray spectroscopy logging tool. The method also includes deriving, via the control and data acquisition system, one or more spectral yields relating to one or more elemental components from the data relating to the energy spectra of the gamma rays. The method further includes estimating, via the control and data acquisition system, a measurement of porosity based on the one or more spectral yields relating to the one or more elemental components.

Abstract: A computing device can receive a notification associated with a transaction. The computing device can access a machine-learning model trained on historical data associated with the transaction to identify an estimated final value of the transaction. The computing device can apply the machine-learning model to a preliminary value associated with the transaction to determine an estimated final value for the transaction. The computing device can output the estimated final value for the transaction to a graphical user interface.

Abstract: The present invention is directed to a smoker device for smoking and cooking food that has improved smoke circulation in the smoking chamber, less smoke loss from the areas outside of the exhaust pipe and is easier to clean than existing technologies.

Abstract: Systems, methods, and computer-readable media are disclosed for systems and methods for intelligent correlation of video and text content using machine learning. Example methods include determining first video content having a first video segment and first text corresponding to the first video segment, generating a first embedded vector using the first video segment and the first text, and determining, using a first machine learning model, a first image relevance score for the first video content based at least in part on the first embedded vector. Example methods may include determining a first text score for the first video content based at least in part on the first embedded vector, determining, using the first image relevance score and the first text score, that the first video segment depicts content of a first undesired category, and causing presentation of a notification indicating presence of content of the first undesired category.

Abstract: An autonomous vehicle collects sensor data of an environment surrounding the autonomous vehicle including traffic entities such as pedestrians, bicyclists, or other vehicles. The sensor data is provided to a machine learning based model along with an expected turn direction of the autonomous vehicle to determine a hidden context attribute of a traffic entity given the expected turn direction of the autonomous vehicle. The hidden context attribute of the traffic entity represents factors that affect the behavior of the traffic entity, and the hidden context attribute is used to predict future behavior of the traffic entity. Instructions to control the autonomous vehicle are generated based on the hidden context attribute.

Abstract: Various methods and systems are provided for an imaging detector array. In one example, a detector module of the array has a central slit separating a first tile from a second tile of the detector module. An integrated circuit is located along a first side of the first tile and along a first side of the second tile and flex cable coupled to the integrated circuit of the first portion extends through the central slit of the detector module.

Abstract: A smoke device comprises a container, a base/base plate, a plate having at least one exit hole, a blend of chemicals contained in the container and a mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions. The mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions may include a plurality of baffles which have at least one hole therein and a plurality of chambers formed by the plurality of baffles. Each baffle has holes offset from holes in an adjacent baffle. The plurality of baffles may be spaced apart by using support posts and/or can be supported by support rings and/or can be supported by support pins and/or can be supported by support brackets.

Abstract: A smoke device comprises a container, a base/base plate, a plate having at least one exit hole, a blend of chemicals contained in the container and a mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions. The mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions may include a plurality of baffles which have at least one hole therein and a plurality of chambers formed by the plurality of baffles. Each baffle has holes offset from holes in an adjacent baffle. The plurality of baffles may be spaced apart by using support posts and/or can be supported by support rings and/or can be supported by support pins and/or can be supported by support brackets.

Abstract: A casing hanger assembly includes a landing ring secured to a containment well cellar or the conductor pipe. A casing hanger welded to the external surface of the last section of surface casing seats into the landing ring.

Abstract: An autonomous vehicle collects sensor data of an environment surrounding the autonomous vehicle including traffic entities such as pedestrians, bicyclists, or other vehicles. The sensor data is provided to a machine learning based model along with an expected turn direction of the autonomous vehicle to determine a hidden context attribute of a traffic entity given the expected turn direction of the autonomous vehicle. The hidden context attribute of the traffic entity represents factors that affect the behavior of the traffic entity, and the hidden context attribute is used to predict future behavior of the traffic entity. Instructions to control the autonomous vehicle are generated based on the hidden context attribute.

Abstract: Various methods and systems are provided for an imaging detector array. In one example, a detector module of the array has a central slit separating a first tile from a second tile of the detector module. An integrated circuit is located along a first side of the first tile and along a first side of the second tile and flex cable coupled to the integrated circuit of the first portion extends through the central slit of the detector module.

Abstract: An airbag inflator includes a pressure vessel with a bottom portion, a top portion and a center structure connecting the bottom portion and the top portion. The top portion includes an exit orifice that is closed with a rupturable membrane. An energetics cover attached to the center structure houses a pyrotechnic material, and a diverter is attached to the top portion. The pressure vessel, the energetics cover and the diverter define a gas flow path from inside the energetics cover toward the bottom portion of the pressure vessel, the gas flow path turning at least a first 180 degrees toward the top portion of the pressure vessel and between the energetics cover and the pressure vessel. The longer gas flow path allows time for multi-perforation grain slivers to burn up before exiting the inflator, thereby reducing the amount of particulate exiting the inflator.

Abstract: A smoke device comprises a container, a base/base plate, a plate having at least one exit hole, a blend of chemicals contained in the container and a mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions. The mechanical means by which generated smoke is prevented from directly exiting through the at least one exit hole without first being redirected in one or more directions may include a plurality of baffles which have at least one hole therein and a plurality of chambers formed by the plurality of baffles. The plurality of baffles is placed in a staggered formation such that the hole(s) formed in each baffle is offset from the hole(s) in an adjacent/neighboring baffle.

Abstract: An airbag inflator includes a pressure vessel with a bottom portion, a top portion and a center structure connecting the bottom portion and the top portion. The top portion includes an exit orifice that is closed with a rupturable membrane. An energetics cover attached to the center structure houses a pyrotechnic material, and a diverter is attached to the top portion. The pressure vessel, the energetics cover and the diverter define a gas flow path from inside the energetics cover toward the bottom portion of the pressure vessel, the gas flow path turning at least a first 180 degrees toward the top portion of the pressure vessel and between the energetics cover and the pressure vessel. The longer gas flow path allows time for multi-perforation grain slivers to burn up before exiting the inflator, thereby reducing the amount of particulate exiting the inflator.

Abstract: The present invention relates generally to a well casing hanger system that provides for orientation of a hanger with respect to a landing ring during installation. The shape of the mating features of the landing ring and hanger is such that rotation to a specific alignment will occur during installation if there is an initial rotational offset.

Abstract: A casing hanger assembly includes a landing ring secured to a containment well cellar or the conductor pipe. A casing hanger welded to the external surface of the last section of surface casing seats into the landing ring.

Abstract: Robotic grippers and robotic gripping systems are disclosed. A robotic gripper includes one or more gripping members, one or more tactile sensors on or in the one or more gripping members, and one or more processors. The one or more tactile sensors are configured to take geographic measurements of an object gripped by the one or more gripping members. The one or more processors are configured to create a numeric model of at least a portion of a surface of the object gripped by the one or more gripping members using the geographic measurements from the one or more tactile sensors. The one or more processors are also configured to adjust a location of the object gripped by the one or more gripping members by controlling the one or more gripping members based on the numeric model of the at least the portion of the surface of the object.